Finding missing geo-location of tweets using Python

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I have twitter datasets out of which have very few have geo-location tags (lat,long). I would like to find or estimate the locations of tweets as much as possible. So, I am just wondering, how can I do this using python? Any example!

So far, I have written the following codes:

import geopandas as gpd
from shapely.geometry import Point

gdf=gpd.GeoDataFrame(df2,crs=4326,geometry=gpd.points_from_xy(df2["long"],df2["lat"]))
gdf=gdf.drop(["lat","text","lang"],axis=1)

These codes showing the coordinates of those tweets that are already there but does not showing missing locations of tweets.

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